Supply Chain Risk Overview

Real-time AI risk intelligence · Jersey island · Three-model ensemble

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Composite Risk

Risk Radar

System Health

Anomaly Status

Category Risk Assessment · 7 / 14 / 30 Day Horizons

Model Ensemble Architecture

⚡LightGBM

55%

Gradient boosting risk scorer

80 Optuna trials · TimeSeriesSplit CV

🧠LSTM + Attention

30%

Multi-horizon deep forecaster

90-day sequences · 7/14/30d horizons

🛡Isolation Forest

15%

Anomaly & disruption detector

300 estimators · COVID-calibrated